NCCLAug 14, 2025

A Unified Theory of Language

arXiv:2508.20109v11 citationsh-index: 1
Originality Incremental advance
AI Analysis

This theory addresses fundamental questions about language evolution and processing for cognitive science and linguistics, but it appears incremental as it builds on existing Construction Grammars.

The paper proposes a unified theory of language that integrates a Bayesian cognitive model with sexual selection for intelligence, aiming to explain language's speed, expressivity, and diverse aspects like syntax and pragmatics. It introduces novel elements to Construction Grammars, such as pragmatics and fast learning, using graph-like feature structures and Bayesian unification for seamless computation.

A unified theory of language combines a Bayesian cognitive linguistic model of language processing, with the proposal that language evolved by sexual selection for the display of intelligence. The theory accounts for the major facts of language, including its speed and expressivity, and data on language diversity, pragmatics, syntax and semantics. The computational element of the theory is based on Construction Grammars. These give an account of the syntax and semantics of the worlds languages, using constructions and unification. Two novel elements are added to construction grammars: an account of language pragmatics, and an account of fast, precise language learning. Constructions are represented in the mind as graph like feature structures. People use slow general inference to understand the first few examples they hear of any construction. After that it is learned as a feature structure, and is rapidly applied by unification. All aspects of language (phonology, syntax, semantics, and pragmatics) are seamlessly computed by fast unification; there is no boundary between semantics and pragmatics. This accounts for the major puzzles of pragmatics, and for detailed pragmatic phenomena. Unification is Bayesian maximum likelihood pattern matching. This gives evolutionary continuity between language processing in the human brain, and Bayesian cognition in animal brains. Language is the basis of our mind reading abilities, our cooperation, self esteem and emotions; the foundations of human culture and society.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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